Triple

T4466621
Position Surface form Disambiguated ID Type / Status
Subject France and Italy E98393 entity
Predicate shareCrossBorderCooperationStructure P10962 FINISHED
Object European Grouping of Territorial Cooperation
The European Grouping of Territorial Cooperation is an EU legal instrument that enables regional and local authorities from different member states to collaborate and implement joint cross-border projects and policies.
E442378 NE FINISHED

How this triple was built (5 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: European Grouping of Territorial Cooperation | Statement: [France and Italy, shareCrossBorderCooperationStructure, European Grouping of Territorial Cooperation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European Grouping of Territorial Cooperation
Context triple: [France and Italy, shareCrossBorderCooperationStructure, European Grouping of Territorial Cooperation]
  • A. Congress of Local and Regional Authorities
    The Congress of Local and Regional Authorities is a pan-European political assembly within the Council of Europe that represents local and regional governments, promoting democracy, human rights, and good governance at subnational levels.
  • B. European Topic Centres
    European Topic Centres are specialized consortia of institutions that support the European Environment Agency by providing thematic expertise, data, and analysis on key environmental issues across Europe.
  • C. Council of European Municipalities and Regions
    The Council of European Municipalities and Regions is a European umbrella organization representing local and regional governments, advocating their interests within European and international institutions.
  • D. European Research Area
    The European Research Area is a unified research and innovation space of the European Union that aims to integrate national scientific systems, promote cross-border collaboration, and strengthen Europe’s global competitiveness in research.
  • E. Regional Association VI (Europe)
    Regional Association VI (Europe) is the World Meteorological Organization’s regional body responsible for coordinating meteorological and hydrological activities across European member states.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: European Grouping of Territorial Cooperation
Triple: [France and Italy, shareCrossBorderCooperationStructure, European Grouping of Territorial Cooperation]
Generated description
The European Grouping of Territorial Cooperation is an EU legal instrument that enables regional and local authorities from different member states to collaborate and implement joint cross-border projects and policies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European Grouping of Territorial Cooperation
Target entity description: The European Grouping of Territorial Cooperation is an EU legal instrument that enables regional and local authorities from different member states to collaborate and implement joint cross-border projects and policies.
  • A. Congress of Local and Regional Authorities
    The Congress of Local and Regional Authorities is a pan-European political assembly within the Council of Europe that represents local and regional governments, promoting democracy, human rights, and good governance at subnational levels.
  • B. European Topic Centres
    European Topic Centres are specialized consortia of institutions that support the European Environment Agency by providing thematic expertise, data, and analysis on key environmental issues across Europe.
  • C. Council of European Municipalities and Regions
    The Council of European Municipalities and Regions is a European umbrella organization representing local and regional governments, advocating their interests within European and international institutions.
  • D. European Research Area
    The European Research Area is a unified research and innovation space of the European Union that aims to integrate national scientific systems, promote cross-border collaboration, and strengthen Europe’s global competitiveness in research.
  • E. Regional Association VI (Europe)
    Regional Association VI (Europe) is the World Meteorological Organization’s regional body responsible for coordinating meteorological and hydrological activities across European member states.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: shareCrossBorderCooperationStructure
Context triple: [France and Italy, shareCrossBorderCooperationStructure, European Grouping of Territorial Cooperation]
  • A. crossBorderCooperationStructure chosen
    Indicates a formal arrangement or framework through which entities from different countries collaborate and coordinate activities across national borders.
  • B. crossBorderCommunity
    Indicates a relationship where a community spans or connects populations across one or more political or geographic borders.
  • C. sharesInternationalBorderWith
    Indicates that two geographic or political entities have a common boundary that is recognized as an international border.
  • D. crossBorderRegion
    Indicates a region that spans or intersects the boundary between two or more distinct territorial or jurisdictional areas.
  • E. crossBorderFacilityConnectsTo
    Indicates that a cross-border facility provides a direct physical or operational connection between two locations or infrastructures across a border.
  • F. None of above.

Provenance (6 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69b3454b4ae481908967426dd37284d6 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b356fb69a0819099f0005779f4fcac completed March 13, 2026, 12:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69b62860151c8190b43465537b154f00 completed March 15, 2026, 3:32 a.m.
NEDg Description generation batch_69b62c3bf15c8190826f93c4c43733e6 completed March 15, 2026, 3:49 a.m.
NED2 Entity disambiguation (via description) batch_69b62cbaef8c8190b5d89a607c76eaf7 completed March 15, 2026, 3:51 a.m.
PD Predicate disambiguation batch_69b3563bf4f8819081726cde3a34460b completed March 13, 2026, 12:11 a.m.
Created at: March 12, 2026, 11:34 p.m.